Tutorials

Discover a wealth of tutorials from our developers. Choose from videos, notebooks, or traditional tutorials. View all Jupyter Notebook learning modules.

Jupyter Notebooks

How to run popular use cases in Jupyter* Notebooks on Intel® Tiber™ AI Cloud.

Jupyter Notebook learning

RAG Inference Engines

Retrieval Augmented Generation (RAG) in LLM-based applications with LangChain on CPUs.

Retrieval Augmented Generation (RAG) Inference Engines

Fine-tune Meta* Llama-3.2-3B-Instruct

Fine-tune the Llama-3.2 model with LoRA. Try a Chatbot exercise.

Fine-tune Meta Llama-3.2-3B-Instruct

GenAI AI Notebooks

Notebooks overview, featuring Intel® Gaudi® accelerator, stable diffusion, and more.

Generative AI Notebooks

GenAI Essentials Intro

Inference on Intel® Max Series GPU with Falcon-7B and Zephyr-7B

GenAI Essentials Part 1

LLM inference on Intel® Max Series GPU - Camel 5B, Open LLaMa 3B v2

GenAI Essentials Part 1

GenAI Essentials Part 2

Text-to-Image Stable Diffusion with Stability AI, CompVis on Intel® Max Series GPU

GenAI Essentials Part 2

Intel® Gaudi® 2 processor

Onboarding Intel® Gaudi® 2 processor for inference and training

Onboard Intel Gaudi 2 processor

Train a PyTorch Model

Train a PyTorch Model on the Intel® Gaudi® 2 processor.

|INTG2| for deep learning

AI Dinosaur Bone Hunt

With Intel® Tiber™ AI Cloud and PyTorch, create a dinosaur bone likelihood map.

AI Dinosaur Bone Hunt

MLOps and AI optimization

Operational AI for scalable production solutions

Evolving Perspectives on Operational AI

AI Forest Fire Prediction

Fine-tuning satellite images to predict forest fires. Optimize a stable diffusion pipeline.

Monocular depth estimation (DPT)

Infer image depth using DPT and the Hugging Face BEiT model.

NumPy* Universal functions

Accelerated math operations with vectorization.

Accelerated NumPy* Calculations

Accelerated Python loops with the Intel® Math Kernel Library.

Accelerated Python loops

Loop Replacement for Pandas Apply

NumPy tricks to accelerate a Pandas Apply statement.

Visual Studio Code Dev

Set up Visual Studio Code* app to work on an instance.

Set up Visual Studio Code\* app

XPU Verify Tool

Run a suite of tests for discrete GPUs on Linux* operating systems.

XPU Verify Tool